42 citations · 107 across the 12 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
stat.ME2019★ 22 cited
A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis
Emily C. Hector, Peter X. -K. Song
This paper is motivated by a regression analysis of electroencephalography (EEG) neuroimaging data with high-dimensional correlated responses with multi-level nested correlations.…
stat.ML2019★ 8 cited
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models
Fei Wang, Ling Zhou, Lu Tang +1
Simultaneous inference after model selection is of critical importance to address scientific hypotheses involving a set of parameters. In this paper, we consider high-dimensional l…
stat.AP2019★ 1 cited
An unsupervised transfer learning algorithm for sleep monitoring
Xichen She, Yaya Zhai, Ricardo Henao +4
Objective: To develop multisensor-wearable-device sleep monitoring algorithms that are robust to health disruptions affecting sleep patterns. Methods: We develop an unsupervised tr…